Windows 11’s Copilot Vision wants to help you learn to use complicated apps

Copilot beta update is rolling out to Windows Insider program testers now.

Some elements of Microsoft's Copilot assistant in Windows 11 have felt like a solution in search of a problem—and it hasn't helped that Microsoft has frequently changed Copilot's capabilities, turning it from a native Windows app into a web app and back again.

But I find myself intrigued by a new addition to Copilot Vision that Microsoft began rolling out this week to testers in its Windows Insider program. Copilot Vision launched late last year as a feature that could look at pages in the Microsoft Edge browser and answer questions based on those pages' contents. The new Vision update extends that capability to any app window, allowing you to ask Copilot not just about the contents of a document but also about the user interface of the app itself.

Microsoft's Copilot Vision update can see the contents of any app window you share with it. Credit: Microsoft

Provided the app works as intended—not a given for any software, but especially for AI features—Copilot Vision could replace "frantic Googling" as a way to learn how to use a new app or how to do something new or obscure in complex PC apps like Word, Excel, or Photoshop. I recently switched from Photoshop to Affinity Photo, for example, and I'm still finding myself tripped up by small differences in workflows and UI between the two apps. Copilot Vision could, in theory, ease that sort of transition.

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Apple TV+ releases first trailer for sci-fi comedy Murderbot

“Now that I’ve hacked my programming, I can do whatever I want… as long as they don’t find out.”

Alexander Skarsgård stars in the sci-fi thriller Murderbot.

A rogue cyborg security (SEC) unit gains autonomy and must learn to interact with humans while hiding its new capability in the trailer for Murderbot, Apple TV+'s new 10-episode sci-fi comedic thriller starring Alexander Skarsgård. It's based on the bestselling book series The Murderbot Diaries by Martha Wells. And judging from the trailer, Murderbot looks like it will strike just the right balance between humor and action.

There are seven books in Wells' series thus far. All are narrated by Murderbot, who is technically owned by a megacorporation but manages to hack and override its governor module. Rather than rising up and killing its former masters, Murderbot just goes about performing its security work, relieving the boredom by watching a lot of entertainment media.

In the first book, All Systems Red, Murderbot saves a scientific expedition on an alien planet when they are attacked by a giant alien creature. During the ensuing investigation, the cyborg uncovers a plot against the expedition, as well as a second team, by yet another team intent on killing their rivals for some reason. Murderbot joins the humans in foiling those murderous plans but escapes onto a cargo ship at the end rather than give up its hard-earned autonomy.

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Report: Major PC makers respond to tariffs by pausing shipments

Earlier this week Framework announced it would stop selling some laptop models in the US, and today the company revealed it would delay US pre-orders of the new Framework Laptop 12 (which were originally scheduled to begin today). Meanwhile gaming hard…

Earlier this week Framework announced it would stop selling some laptop models in the US, and today the company revealed it would delay US pre-orders of the new Framework Laptop 12 (which were originally scheduled to begin today). Meanwhile gaming hardware company Razer has paused sales for all of its gaming laptops. But those are […]

The post Report: Major PC makers respond to tariffs by pausing shipments appeared first on Liliputing.

Why Trump’s tariffs probably won’t cause an immediate Switch 2 price bump

But import taxes could impact longer-term pricing, US console supplies.

Last week, Nintendo made the unprecedented move of delaying US Switch 2 preorders to "assess" the impact of Donald Trump's massive tariffs on the countries where the console is produced. That move has left many wondering if the company may be mulling a last-minute increase in the Switch 2's $450 asking price to account for those import taxes.

While industry analysts think that kind of immediate price increase is unlikely, they warn that Trump's tariffs could have longer-term impacts on Switch 2 pricing and supplies in the US for years to come.

Already baked in

DFC Intelligence CEO David Cole, for instance, said in a recent analyst note that the company is currently modeling "a 20 percent price increase over the next two years" across all video game hardware thanks to "broader macroeconomic challenges." In the case of the Switch 2, though, Cole clarified that "we believe much of the 20 percent increase was already baked into the $450 price," which Nintendo is "not likely" to raise at this point.

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Meta secretly helped China advance AI, ex-Facebooker will tell Congress

Meta whistleblower can testify to Congress despite gag order on press interviews.

Later today, a former Facebook employee, Sarah Wynn-Williams, will testify to Congress that Meta executives "repeatedly" sought to "undermine US national security and betray American values" in "secret" efforts to "win favor with Beijing and build an $18 billion dollar business in China."

In her prepared remarks, which will be delivered at a Senate subcommittee on crime and counterterrorism hearing this afternoon, Wynn-Williams accused Meta of working "hand in glove" with the Chinese Communist Party (CCP). That partnership allegedly included efforts to "construct and test custom-built censorship tools that silenced and censored their critics" as well as provide the CCP with "access to Meta user data—including that of Americans."

Wynn-Williams worked as Facebook's Director of Global Public Policy from 2011 to 2017. She left at the height of the Cambridge Analytica scandal, just before Mark Zuckerberg got grilled by Congress over misinformation and election interference on its platform.

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Fruit flies can be made to act like miniature robots

Light and smells can turn flies into remote-controlled near-automatons.

Even the tiniest of living things are capable of some amazing forms of locomotion, and some come with highly sophisticated sensor suites and manage to source their energy from the environment. Attempts to approach this sort of flexibility with robotics have taken two forms. One involves making tiny robots modeled on animal behavior. The other involves converting a living creature into a robot. So far, either approach has involved giving up a lot. You're either only implementing a few of life's features in the robot or shutting off most of life's features when taking over an insect.

But a team of researchers at Harvard has recognized that there are some behaviors that are so instinctual that it's possible to induce animals to act as if they were robotic. Or mostly robotic, at least—the fruit flies the researchers used would occasionally go their own way, despite strong inducements to stay with the program.

Smell the light

The first bit of behavior involved Drosophila's response to moving visual stimuli. If placed in an area where the fly would see a visual pattern that rotates from left to right, the fly will turn to the right in an attempt to keep the pattern stable. This allowed a projector system to "steer" the flies as they walked across an enclosure (despite their names, fruit flies tend to spend a lot of their time walking). By rotating the pattern back and forth, the researchers could steer the flies between two locations in the enclosure with about 94 percent accuracy.

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Fruit flies can be made to act like miniature robots

Light and smells can turn flies into remote-controlled near-automatons.

Even the tiniest of living things are capable of some amazing forms of locomotion, and some come with highly sophisticated sensor suites and manage to source their energy from the environment. Attempts to approach this sort of flexibility with robotics have taken two forms. One involves making tiny robots modeled on animal behavior. The other involves converting a living creature into a robot. So far, either approach has involved giving up a lot. You're either only implementing a few of life's features in the robot or shutting off most of life's features when taking over an insect.

But a team of researchers at Harvard has recognized that there are some behaviors that are so instinctual that it's possible to induce animals to act as if they were robotic. Or mostly robotic, at least—the fruit flies the researchers used would occasionally go their own way, despite strong inducements to stay with the program.

Smell the light

The first bit of behavior involved Drosophila's response to moving visual stimuli. If placed in an area where the fly would see a visual pattern that rotates from left to right, the fly will turn to the right in an attempt to keep the pattern stable. This allowed a projector system to "steer" the flies as they walked across an enclosure (despite their names, fruit flies tend to spend a lot of their time walking). By rotating the pattern back and forth, the researchers could steer the flies between two locations in the enclosure with about 94 percent accuracy.

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Google unveils Ironwood, its most powerful AI processor yet

Ironwood will be available in configurations of up to 9,216 liquid-cooled chips.

Google has unveiled a new AI processor, the seventh generation of its custom TPU architecture. The chip, known as Ironwood, was reportedly designed for the emerging needs of Google's most powerful Gemini models, like simulated reasoning, which Google prefers to call "thinking." The company claims this chip represents a major shift that will unlock more powerful agentic AI capabilities. Google calls this the "age of inference."

Whenever Google talks about the capabilities of a new Gemini version, it notes that the model's capabilities are tied not only to the code but to Google's infrastructure. Its custom AI hardware is a key element of accelerating inference and expanding context windows. With Ironwood, Google says it has its most scalable and powerful TPU yet, which will allow AI to act on behalf of a user to proactively gather data and generate outputs. This is what Google means when it talks about agentic AI.

Ironwood delivers higher throughput compared to previous Google Tensor Processing Units (TPUs), and Google really plans to pack these chips in. Ironwood is designed to operate in clusters of up to 9,216 liquid-cooled chips, which will communicate directly with each other through a newly enhanced Inter-Chip Interconnect (ICI).

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